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Databricks Notebook Framework
Production-grade notebook development framework with structured project templates, reusable utility modules, testing patterns, and CI/CD integration for Databricks.
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📦
Spark Optimization Playbook
Hands-on guide and toolkit for optimizing PySpark workloads on Databricks. Diagnostic scripts, 25 optimization patterns, cluster sizing calculator, and benchmarking framework.
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🔎
Databricks CI/CD Accelerator
Complete CI/CD pipeline configurations for Databricks across Azure DevOps, GitHub Actions, and GitLab CI. Multi-environment promotion with approval gates.
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📖
Unity Catalog Migration Kit
Step-by-step migration toolkit from Hive Metastore to Unity Catalog. Assessment scripts, automated migration, validation tests, and rollback procedures.
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🔒
Databricks Monitoring & Alerting Suite
Complete monitoring and observability setup with 8 SQL dashboards, alert definitions, webhook templates, and 50+ system table queries.
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Azure Data Factory Integration Templates
15 production-ready ADF pipeline templates for REST API, SFTP, SQL Server, and Event-driven ingestion into Databricks lakehouse.
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🚀
Azure Synapse-Databricks Integration Kit
Integration patterns for organizations running both Synapse and Databricks. Serverless views, Power BI setup, and cost comparison tools.
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💻
Azure Cost Guardian Toolkit
Comprehensive Azure cost management toolkit covering the entire data platform. 50+ API queries, anomaly detection, RI calculator, and FinOps playbook.
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💡
Azure DevOps for Data Pipelines
Complete Azure DevOps configuration for data pipeline CI/CD covering Terraform, DABs, ADF, and SQL deployments in a unified architecture.
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Multi-Cloud Lakehouse Blueprint
Architecture blueprint and Terraform templates for Databricks on Azure + AWS with unified governance, cost management, and Delta Sharing.
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📈
Data Contract Framework
Complete data contract implementation with YAML spec, CLI generator, schema validation, SLA monitoring, and breaking change detection.
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🛠
Medallion Architecture Accelerator
Production implementation of Bronze/Silver/Gold architecture on Databricks with metadata-driven pipeline generator and quality gates.
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🎯
Data Mesh Starter Kit
Organizational and technical toolkit for data mesh: maturity assessment, domain decomposition, self-serve templates, and federated governance.
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🔍
Real-Time Streaming Toolkit
Production streaming patterns for Structured Streaming and Delta Live Tables with Kafka/Event Hub integration and monitoring dashboards.
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Data Migration Factory
Industrialized migration framework with extractors for 8 source types (SQL Server, PostgreSQL, Oracle, MySQL, files, APIs), validation, and cutover runbooks.
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📦
Platform Team Playbook
Operating manual for data platform teams with structure templates, RACI generator, incident management, and scaling guide.
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🔎
Data Product Canvas Kit
Business toolkit for data products: canvas template, 10 pre-filled examples, value assessment, lifecycle model, and RICE prioritization.
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📖
Compliance Automation Suite
Automated compliance for GDPR, SOC 2, ISO 27001, and NIS2. Evidence collection scripts, DPIA templates, and audit preparation guide.
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Databricks Disaster Recovery Kit
Complete DR and business continuity with active-passive/active-active patterns, Terraform templates, failover automation, and RTO/RPO calculator.
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⚡
Executive Data Strategy Toolkit
Board-ready data strategy deliverables: maturity assessment, ROI calculator, executive dashboards, vendor comparison, and First 100 Days plan.
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🚀
Databricks Mastery Bundle Bundle
All 5 Databricks deep-dive products (Products 1-5). Master notebook frameworks, Spark optimization, CI/CD, Unity Catalog, and monitoring.
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💻
Azure Data Platform Bundle Bundle
All 5 Azure & cloud integration products (Products 6-10). Complete Azure data platform toolkit from ADF to multi-cloud.
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💡
Data Engineering Excellence Bundle Bundle
All 5 data engineering products (Products 11-15). Data contracts, medallion architecture, streaming, and migration.
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Enterprise Governance Bundle Bundle
All 5 enterprise & governance products (Products 16-20). Platform playbook, compliance, DR, and executive strategy.
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